Base on Eulerian‐Eulerian method, a 2D/3D mixed columnar‐equiaxed solidification mathematical model, which takes into consideration the macroscale heat transfer and fluid turbulent flow with microscale grains nucleation and crystal growth, was developed to predict the solidification structure evolution and macrosegregation in continuously cast round bloom. The results show that the M‐EMS could accelerate superheat dissipation and promote grain nucleation in mold, but the horizontal swirl induce by M‐EMS has a strong washing effect on the solidification front and leads to subsurface negative segregation. When the M‐EMS current intensity increases from 200 to 300A, the subsurface negative segregation ratio decreases from 0.935 to 0.875. The F‐EMS would improve the center segregation, but also lead to the formation of negative segregation zone near the round bloom center due to the enhancement of solute washing induced by F‐EMS. As the F‐EMS current intensity increases from 150 to 300A, the center segregation ratio decreases from 1.148 to 1.075, and the negative segregation ratio near the round bloom center decreases from 0.985 to 0.977. Another phenomenon is found that the nucleation of equiaxed grain ahead of columnar tips restrains the solute diffusion in the liquid phase and leads to a local macrosegregation in CET zone.This article is protected by copyright. All rights reserved.